Martin Wagner
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Civilization
🌈
Renaissance Researcher
(5)
❓
The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Robotics
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Clinical
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
federated learning
(1)
reinforcement learning
(1)
vision transformer
(1)
multi-task learning
(1)
data augmentation
(1)
sharpness-aware minimization
(1)
image analysis
(1)
biomedical imaging
(1)
robot manipulation
(1)
data heterogeneity
(1)
proximal policy optimization
(1)
surgical robotics
(1)
masked autoencoder
(1)
deformable object manipulation
(1)
laparoscopic surgery
(1)
robot-assisted surgery
(1)
multi-stage pipeline
(1)
endoscopic image
(1)
benchmark competition
(1)
benchmarking competition
(1)
Papers
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections
MIDL 2026
Smarter Self-Distillation: Optimizing the Teacher for Surgical Video Applications
MICCAI 2025
T2GS: Comprehensive Reconstruction of Dynamic Surgical Scenes with Gaussian Splatting
MICCAI 2025
LapGym - An Open Source Framework for Reinforcement Learning in Robot-Assisted Laparoscopic Surgery
JMLR 2023
Why Is the Winner the Best?
CVPR 2023